语言大模型 / LLM

Personalized and Constructive Feedback for Computer Science Students Using the Large Language Model (LLM)

Javed Ali Khan, Muhammad Yaqoob, Mamoona Tasadduq, Hafsa Shareef Dar, Aitezaz Ahsan

专题命中 领域大模型 ：LLM(title,abstract)；large language model(title,abstract)；language model(title,abstract)

Prompt4Trust: A Reinforcement Learning Prompt Augmentation Framework for Clinically-Aligned Confidence Calibration in Multimodal Large Language Models

Anita Kriz, Elizabeth Laura Janes, Xing Shen, Tal Arbel

机构 * McGill University（麦吉尔大学） ； Mila – Quebec AI Institute（魁北克AI研究所） 纠错

专题命中 领域大模型 ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL、cs.AI

Comments Accepted to ICCV 2025 Workshop CVAMD

Simulating Viva Voce Examinations to Evaluate Clinical Reasoning in Large Language Models

Christopher Chiu, Silviu Pitis, Mihaela van der Schaar

机构 * Georgia Institute of Technology（佐治亚理工学院） ； University of Toronto（多伦多大学） ； University of Cambridge（剑桥大学） 纠错

专题命中 领域大模型 ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.AI、cs.LG

Assessing Large Language Models for Structured Medical Order Extraction

A H M Rezaul Karim, Ozlem Uzuner

机构 * George Mason University（乔治·马歇尔大学） 纠错

专题命中 领域大模型 ：large language model(title)；language model(title)；分类 cs.CL、cs.AI

HatLLM: Hierarchical Attention Masking for Enhanced Collaborative Modeling in LLM-based Recommendation

Yu Cui, Feng Liu, Jiawei Chen, Canghong Jin, Xingyu Lou, Changwang Zhang, Jun Wang, Yuegang Sun, Can Wang

专题命中 领域大模型 ：LLM(title,abstract)；large language model(abstract)；language model(abstract)

A Method for Quantifying Human Risk and a Blueprint for LLM Integration

Giuseppe Canale

专题命中 领域大模型 ：LLM(title,abstract)；language model(abstract)；small language model(abstract)

LLM-Powered Code Analysis and Optimization for Gaussian Splatting Kernels

Yi Hu, Huiyang Zhou

专题命中 领域大模型 ：LLM(title,abstract)；large language model(abstract)；language model(abstract)

Comments Updated Figure 12

LLM Agents Do Not Replicate Human Market Traders: Evidence From Experimental Finance

Thomas Henning, Siddhartha M. Ojha, Ross Spoon, Jiatong Han, Colin F. Camerer

专题命中 领域大模型 ：LLM(title,abstract)；large language model(abstract)；language model(abstract)

Comments 51 pages, 33 figures, 12 tables, Preprint

Doc2Query++: Topic-Coverage based Document Expansion and its Application to Dense Retrieval via Dual-Index Fusion

Tzu-Lin Kuo, Wei-Ning Chiu, Wei-Yun Ma, Pu-Jen Cheng

专题命中 领域大模型 ：LLM(abstract)；large language model(abstract)；language model(abstract)；prompting(abstract)

Comments 11 pages, 4 figures

A Clinical-grade Universal Foundation Model for Intraoperative Pathology

Zihan Zhao, Fengtao Zhou, Ronggang Li, Bing Chu, Xinke Zhang, Xueyi Zheng, Ke Zheng, Xiaobo Wen, Jiabo Ma, Yihui Wang, Jiewei Chen, Chengyou Zheng, Jiangyu Zhang, Yongqin Wen, Jiajia Meng, Ziqi Zeng, Xiaoqing Li, Jing Li, Dan Xie, Yaping Ye, Yu Wang, Hao Chen, Muyan Cai

专题命中 领域大模型 ：foundation model(title,abstract)；分类 cs.LG

Doc2SAR: A Synergistic Framework for High-Fidelity Extraction of Structure-Activity Relationships from Scientific Documents

Jiaxi Zhuang, Kangning Li, Jue Hou, Mingjun Xu, Zhifeng Gao, Hengxing Cai

专题命中 领域大模型 ：large language model(abstract)；language model(abstract)；SFT(abstract)；分类 cs.CL、cs.AI

DebugTA: An LLM-Based Agent for Simplifying Debugging and Teaching in Programming Education

Lingyue Fu, Haowei Yuan, Datong Chen, Xinyi Dai, Qingyao Li, Weinan Zhang, Weiwen Liu, Yong Yu

专题命中 领域大模型 ：LLM(title,abstract)

A Systematic Review on Foundation Models for Electrocardiogram Analysis: Initial Strides and Expansive Horizons

Yu Han, Vittorio Murino, Xiaofeng Liu, Xiang Zhang, Cheng Ding

专题命中 领域大模型 ：foundation model(title,abstract)

MIMO: A medical vision language model with visual referring multimodal input and pixel grounding multimodal output

Yanyuan Chen, Dexuan Xu, Yu Huang, Songkun Zhan, Hanpin Wang, Dongxue Chen, Xueping Wang, Meikang Qiu, Hang Li

机构 * School of Software & Microelectronics, Peking University（软件与微电子学院，北京大学） ； School of Computer Science, Peking University（计算机学院，北京大学） ； National Engineering Research Center for Software Engineering, Peking University（软件工程国家工程研究中心，北京大学） ； Peking University Sixth Hospital（北京大学第六医院） ； Augusta University（奥古斯塔大学） ； Peking University First Hospital（北京大学第一医院） 纠错

专题命中 领域大模型 ：language model(title,abstract)

Comments CVPR 2025

Enabling Doctor-Centric Medical AI with LLMs through Workflow-Aligned Tasks and Benchmarks

Wenya Xie, Qingying Xiao, Yu Zheng, Xidong Wang, Junying Chen, Ke Ji, Anningzhe Gao, Prayag Tiwari, Xiang Wan, Feng Jiang, Benyou Wang

机构 * Shenzhen Research Institute of Big Data（大数据研究 institute） ； National Health Data Institute（国家健康数据研究所） ； Halmstad University（哈马碧大学） ； Shenzhen University of Advanced Technology（深圳先进技术大学） 纠错

专题命中 领域大模型 ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL

Therapeutic AI and the Hidden Risks of Over-Disclosure: An Embedded AI-Literacy Framework for Mental Health Privacy

Soraya S. Anvari, Rina R. Wehbe

机构 * Dalhousie University（达尔豪西大学） 纠错

专题命中 领域大模型 ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.AI

Comments Accepted to SMASH 2025

HalluDetect: Detecting, Mitigating, and Benchmarking Hallucinations in Conversational Systems in the Legal Domain

Spandan Anaokar, Shrey Ganatra, Harshvivek Kashid, Swapnil Bhattacharyya, Shruti Nair, Reshma Sekhar, Siddharth Manohar, Rahul Hemrajani, Pushpak Bhattacharyya

机构 * Indian Institute of Technology Bombay（印度理工学院孟买学院） ； National Law School of India University（印度国家法律学校大学） 纠错

专题命中 领域大模型 ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL

Comments 7 pages + references + appendix, 3 figures, 3 tables

Mediator-Guided Multi-Agent Collaboration among Open-Source Models for Medical Decision-Making

Kaitao Chen, Mianxin Liu, Daoming Zong, Chaoyue Ding, Shaohao Rui, Yankai Jiang, Mu Zhou, Xiaosong Wang

专题命中 领域大模型 ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.AI

Comments 14 pages, 4 figures

Manimator: Transforming Research Papers into Visual Explanations

Samarth P, Vyoman Jain, Shiva Golugula, Motamarri Sai Sathvik

机构 * Department of Computer Science and Engineering, PES University, Bengaluru, India（计算机科学与工程系，PES大学，班加罗尔，印度） 纠错

专题命中 领域大模型 ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.AI

Does Biomedical Training Lead to Better Medical Performance?

Amin Dada, Marie Bauer, Amanda Butler Contreras, Osman Alperen Koraş, Constantin Marc Seibold, Kaleb E Smith, Jens Kleesiek

机构 * Institute for AI in Medicine, University Hospital Essen（人工智能医学研究所，埃森大学医院） ； Microsoft Healthcare & Life Sciences（微软医疗与生命科学） ； NVIDIA（NVIDIA公司） ； Cancer Research Center Cologne Essen (CCCE)（科隆埃森癌症研究中心（CCCE）） ； German Cancer Consortium (DKTK, Partner site Essen)（德国癌症联盟（DKTK，埃森分部）） ； Department of Physics of TU Dortmund（多特蒙德技术大学物理系） 纠错

专题命中 领域大模型 ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI、cs.LG

Comments Proceedings of the Fourth Workshop on Generation, Evaluation and Metrics (GEM)

NIM: Neuro-symbolic Ideographic Metalanguage for Inclusive Communication

Prawaal Sharma, Poonam Goyal, Navneet Goyal, Vidisha Sharma

机构 * Infosys Pune, Maharashtra, India（印度马哈拉施特拉邦皮内斯的英仕思公司） ； BITS Pilani Pilani, Rajasthan, India（印度拉贾斯坦邦皮内斯的比斯-皮兰学院） ； BITS Pilani Goa, India（印度果阿的比斯-皮兰学院） 纠错

专题命中 领域大模型 ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments 9 pages, EMNLP Findings 2025

MedCoAct: Confidence-Aware Multi-Agent Collaboration for Complete Clinical Decision

Hongjie Zheng, Zesheng Shi, Ping Yi

机构 * Shanghai Jiao Tong University（上海交通大学） ； Harbin Institute of Technology（哈尔滨工业大学） 纠错

专题命中 领域大模型 ：large language model(abstract)；language model(abstract)；分类 cs.AI

Steering Over-refusals Towards Safety in Retrieval Augmented Generation

Utsav Maskey, Mark Dras, Usman Naseem

机构 * Macquarie University（麦觉里大学） 纠错

专题命中 领域大模型 ：large language model(abstract)；language model(abstract)；分类 cs.CL

Comments Preprint

ChoirRec: Semantic User Grouping via LLMs for Conversion Rate Prediction of Low-Activity Users

Dakai Zhai, Jiong Gao, Boya Du, Junwei Xu, Qijie Shen, Jialin Zhu, Yuning Jiang

机构 * Alibaba Group（阿里巴巴集团） ； SIGS, Tsinghua University（计算机科学与技术系，清华大学） 纠错

专题命中 领域大模型 ：large language model(abstract)；language model(abstract)；分类 cs.AI

LegalWiz: A Multi-Agent Generation Framework for Contradiction Detection in Legal Documents

Ananya Mantravadi, Shivali Dalmia, Olga Pospelova, Abhishek Mukherji, Nand Dave, Anudha Mittal

机构 * Centific ； Amazon（亚马逊） 纠错

专题命中 领域大模型 ：large language model(abstract)；language model(abstract)；分类 cs.AI

NotebookLM as a Socratic physics tutor: Design and preliminary observations of a RAG-based tool

Eugenio Tufino

专题命中 领域大模型 ：large language model(abstract)；language model(abstract)

Comments 9 pages, 5 figures. Revised version accepted for publication in The Physics Educator (World Scientific, in press)

Humanoid Robots and Humanoid AI: Review, Perspectives and Directions

Longbing Cao

机构 * Frontier AI Research Centre, Macquarie University（前沿人工智能研究中心，麦考瑞大学） 纠错

专题命中 领域大模型 ：large language model(abstract)；language model(abstract)

Comments 35 pages, 3 figures

The Mechanical Yes-Man: Emancipatory AI Pedagogy in Higher Education

Linda Rocco

专题命中 领域大模型 ：large language model(abstract)；language model(abstract)

Comments 7 pages, 2 figures. To be published in Concreta journal n. 26, 2025

Journal ref Concreta n. 26 (2025)

Formalizing Style in Personal Narratives

Gustave Cortal, Alain Finkel

专题命中 领域大模型 ：language model(abstract)；分类 cs.CL、cs.AI

Journal ref Empirical Methods in Natural Language Processing (EMNLP 2025), Nov 2025, Suzhou, China

PatentVision: A multimodal method for drafting patent applications

Ruo Yang, Sai Krishna Reddy Mudhiganti, Manali Sharma

机构 * Samsung Semiconductor, Inc.（三星半导体公司） 纠错

专题命中 领域大模型 ：language model(abstract)；分类 cs.AI、cs.LG